#ifndef MAXPOOL_LAYER_H #define MAXPOOL_LAYER_H #include "image.h" #include "cuda.h" typedef struct { int batch; int h,w,c; int stride; int size; int *indexes; float *delta; float *output; #ifdef GPU int *indexes_gpu; float *output_gpu; float *delta_gpu; #endif } maxpool_layer; image get_maxpool_image(maxpool_layer layer); maxpool_layer *make_maxpool_layer(int batch, int h, int w, int c, int size, int stride); void resize_maxpool_layer(maxpool_layer *layer, int h, int w); void forward_maxpool_layer(const maxpool_layer layer, float *input); void backward_maxpool_layer(const maxpool_layer layer, float *delta); #ifdef GPU void forward_maxpool_layer_gpu(maxpool_layer layer, float * input); void backward_maxpool_layer_gpu(maxpool_layer layer, float * delta); #endif #endif